{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d0c4f082",
   "metadata": {},
   "source": [
    "### 数据读取-图像\n",
    "- cv2.IMREAD_COLOR: 彩色图像\n",
    "- cv2.IMREAD_GRAYSCALE: 灰度图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "bae6bcbc",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2  #opencv读取的格式是BGR\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "%matplotlib inline\n",
    "\n",
    "img = cv2.imread('lena.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b6791a33",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[[125, 136, 228],\n",
       "        [125, 136, 228],\n",
       "        [123, 136, 228],\n",
       "        ...,\n",
       "        [127, 140, 232],\n",
       "        [123, 147, 237],\n",
       "        [ 95, 123, 210]],\n",
       "\n",
       "       [[125, 136, 228],\n",
       "        [123, 136, 228],\n",
       "        [123, 136, 228],\n",
       "        ...,\n",
       "        [144, 152, 242],\n",
       "        [138, 152, 241],\n",
       "        [100, 117, 204]],\n",
       "\n",
       "       [[122, 135, 227],\n",
       "        [122, 135, 227],\n",
       "        [122, 135, 227],\n",
       "        ...,\n",
       "        [135, 131, 220],\n",
       "        [128, 122, 211],\n",
       "        [ 95,  87, 174]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[ 58,  27,  88],\n",
       "        [ 64,  30,  94],\n",
       "        [ 65,  29,  95],\n",
       "        ...,\n",
       "        [ 75,  56, 143],\n",
       "        [ 81,  63, 152],\n",
       "        [ 84,  67, 158]],\n",
       "\n",
       "       [[ 55,  27,  87],\n",
       "        [ 60,  29,  92],\n",
       "        [ 64,  28,  94],\n",
       "        ...,\n",
       "        [ 82,  64, 155],\n",
       "        [ 84,  69, 161],\n",
       "        [ 84,  68, 162]],\n",
       "\n",
       "       [[ 51,  23,  83],\n",
       "        [ 57,  26,  89],\n",
       "        [ 62,  26,  92],\n",
       "        ...,\n",
       "        [ 88,  70, 163],\n",
       "        [ 92,  76, 170],\n",
       "        [ 92,  78, 174]]], dtype=uint8)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5bd6e9e6",
   "metadata": {},
   "outputs": [],
   "source": [
    "#图像的显示，也可以创建多个窗口\n",
    "cv2.imshow('image',img)\n",
    "#等待时间，毫秒级，0表示任意键终止\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0e845e79",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256, 3)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a70a3656",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[162, 162, 162, ..., 166, 171, 146],\n",
       "       [162, 162, 162, ..., 178, 177, 141],\n",
       "       [161, 161, 161, ..., 158, 149, 114],\n",
       "       ...,\n",
       "       [ 49,  53,  53, ...,  84,  92,  96],\n",
       "       [ 48,  51,  52, ...,  93,  98,  98],\n",
       "       [ 44,  48,  50, ..., 100, 106, 108]], dtype=uint8)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img=cv2.imread('lena.jpg',cv2.IMREAD_GRAYSCALE)\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b545b9d2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "c0bd11df",
   "metadata": {},
   "outputs": [],
   "source": [
    "#图像的显示，也可以创建多个窗口\n",
    "cv2.imshow('image',img)\n",
    "#等待时间，毫秒级，0表示任意键终止\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "45fcbdb1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#保存\n",
    "cv2.imwrite('mylena.png',img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "3a325528",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9809e85d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "65536"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9f47aaa1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dtype('uint8')"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.dtype"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ce067c9",
   "metadata": {},
   "source": [
    "### 数据读取-视频\n",
    "- cv2.VideoCapture可以捕获摄像头，用数字来控制不同的设备，例如0，1.\n",
    "- 如果是视频文件，直接指定好路径即可。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5c854cec",
   "metadata": {},
   "outputs": [],
   "source": [
    "vc = cv2.VideoCapture('chaplin.mp4')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "08826769",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#检查是否打开正确\n",
    "if vc.isOpened():\n",
    "    open, frame = vc.read()\n",
    "else:\n",
    "    open = False\n",
    "open"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "585d6812",
   "metadata": {},
   "outputs": [],
   "source": [
    "while open:\n",
    "    ret, frame = vc.read()\n",
    "    if frame is None:\n",
    "        break\n",
    "    if ret == True:\n",
    "        gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
    "        cv2.imshow('result', gray)\n",
    "        if cv2.waitKey(100) & 0xFF == 27:\n",
    "            break\n",
    "vc.release()\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6dd775b9",
   "metadata": {},
   "source": [
    "### 截取部分图像数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "bf8e9f54",
   "metadata": {},
   "outputs": [],
   "source": [
    "def cv_show(name,img):\n",
    "    cv2.imshow(name,img)\n",
    "    cv2.waitKey()\n",
    "    cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "584c6933",
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv2.imread('lena.jpg')\n",
    "lena = img[0:200,0:200]\n",
    "cv_show('lena',lena)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed846d38",
   "metadata": {},
   "source": [
    "### 颜色通道提取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "3fc5cd4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "b,g,r = cv2.split(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "2d6c9923",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[125, 125, 123, ..., 127, 123,  95],\n",
       "       [125, 123, 123, ..., 144, 138, 100],\n",
       "       [122, 122, 122, ..., 135, 128,  95],\n",
       "       ...,\n",
       "       [ 58,  64,  65, ...,  75,  81,  84],\n",
       "       [ 55,  60,  64, ...,  82,  84,  84],\n",
       "       [ 51,  57,  62, ...,  88,  92,  92]], dtype=uint8)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "3cf565a0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256)"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "e7f57c1c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256, 3)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cv2.merge((b,g,r))\n",
    "img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "596c66f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "#只保留R\n",
    "cur_img = img.copy()\n",
    "cur_img[:,:,0] = 0\n",
    "cur_img[:,:,1] = 0\n",
    "cv_show('R',cur_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "423e873e",
   "metadata": {},
   "outputs": [],
   "source": [
    "#只保留G\n",
    "cur_img = img.copy()\n",
    "cur_img[:,:,0] = 0\n",
    "cur_img[:,:,2] = 0\n",
    "cv_show('G',cur_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "07c3680d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#只保留B\n",
    "cur_img = img.copy()\n",
    "cur_img[:,:,1] = 0\n",
    "cur_img[:,:,2] = 0\n",
    "cv_show('B',cur_img)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3ab1baac",
   "metadata": {},
   "source": [
    "### 边界填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "209e6040",
   "metadata": {},
   "outputs": [],
   "source": [
    "top_size,bottom_size,left_size,right_size = (50,50,50,50)\n",
    "replicate = cv2.copyMakeBorder(img, top_size, bottom_size, left_size, right_size, borderType = cv2.BORDER_REPLICATE)\n",
    "reflect = cv2.copyMakeBorder(img, top_size, bottom_size, left_size, right_size, borderType = cv2.BORDER_REFLECT)\n",
    "reflect101 = cv2.copyMakeBorder(img, top_size, bottom_size, left_size, right_size, borderType = cv2.BORDER_REFLECT_101)\n",
    "wrap = cv2.copyMakeBorder(img, top_size, bottom_size, left_size, right_size, borderType = cv2.BORDER_WRAP)\n",
    "constant =  cv2.copyMakeBorder(img, top_size, bottom_size, left_size, right_size, borderType = cv2.BORDER_CONSTANT, value = 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "59eee97f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.subplot(231), plt.imshow(img, 'gray'), plt.title('ORIGINAL')\n",
    "plt.subplot(232), plt.imshow(replicate, 'gray'), plt.title('REPLICATE')\n",
    "plt.subplot(233), plt.imshow(reflect, 'gray'), plt.title('REFLECT')\n",
    "plt.subplot(234), plt.imshow(reflect101, 'gray'), plt.title('REFLECT_101')\n",
    "plt.subplot(235), plt.imshow(wrap, 'gray'), plt.title('WRAP')\n",
    "plt.subplot(236), plt.imshow(constant, 'gray'), plt.title('CONSTANT')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6441c087",
   "metadata": {},
   "source": [
    "- BORDER_REPLICATE: 复制法，也就是复制最边缘像素\n",
    "- BORDER_REFLECT: 反射法，对感兴趣的图像中的像素在两边进行复制例如：fedcba|abcdefgh|hgfedcb\n",
    "- BORDER_REFLECT_101: 反射法，也就是以最边缘像素为轴，对称，gfedcb|abcdefgh|gfedcba\n",
    "- BORDER_WRAP: 外包装法cdefgh|abcdefgh|abcdefg\n",
    "- BORDER_CONSTANT: 常量法，常数值填充"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67c7456d",
   "metadata": {},
   "source": [
    "### 数值计算"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "ce2ddb4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_lena = cv2.imread('lena.jpg')\n",
    "img_cartoon = cv2.imread('ex_img.tif')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "c52fd231",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[125, 125, 123, ..., 127, 123,  95],\n",
       "       [125, 123, 123, ..., 144, 138, 100],\n",
       "       [122, 122, 122, ..., 135, 128,  95],\n",
       "       [118, 118, 118, ...,  82,  75,  60],\n",
       "       [114, 114, 114, ...,  46,  52,  55]], dtype=uint8)"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_lena2 = img_lena + 10\n",
    "img_lena[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "40e0ba5f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[135, 135, 133, ..., 137, 133, 105],\n",
       "       [135, 133, 133, ..., 154, 148, 110],\n",
       "       [132, 132, 132, ..., 145, 138, 105],\n",
       "       [128, 128, 128, ...,  92,  85,  70],\n",
       "       [124, 124, 124, ...,  56,  62,  65]], dtype=uint8)"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_lena2[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "9cc0b373",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  4,   4,   0, ...,   8,   0, 200],\n",
       "       [  4,   0,   0, ...,  42,  30, 210],\n",
       "       [254, 254, 254, ...,  24,  10, 200],\n",
       "       [246, 246, 246, ..., 174, 160, 130],\n",
       "       [238, 238, 238, ..., 102, 114, 120]], dtype=uint8)"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#相当于%256\n",
    "(img_lena + img_lena2)[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "89c2d244",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[255, 255, 255, ..., 255, 255, 200],\n",
       "       [255, 255, 255, ..., 255, 255, 210],\n",
       "       [254, 254, 254, ..., 255, 255, 200],\n",
       "       [246, 246, 246, ..., 174, 160, 130],\n",
       "       [238, 238, 238, ..., 102, 114, 120]], dtype=uint8)"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cv2.add(img_lena,img_lena2)[:5,:,0]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d719909f",
   "metadata": {},
   "source": [
    "### 图像融合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "3b303a5c",
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "operands could not be broadcast together with shapes (256,256,3) (400,500,3) ",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-51-21f305f60327>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mimg_lena\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mimg_cartoon\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m: operands could not be broadcast together with shapes (256,256,3) (400,500,3) "
     ]
    }
   ],
   "source": [
    "img_lena + img_cartoon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "f3234fd9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256, 3)"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_lena.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "6666ee8f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256, 3)"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_cartoon = cv2.resize(img_cartoon,(256, 256))\n",
    "img_cartoon.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "79c97d35",
   "metadata": {},
   "outputs": [],
   "source": [
    "res = cv2.addWeighted(img_lena, 0.4, img_cartoon, 0.6, 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "7015ff46",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x22842868e20>"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "a7ea8069",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x228429b54c0>"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "res = cv2.resize(img, (0, 0), fx=3, fy=1)\n",
    "plt.imshow(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "56a734af",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x22842a4dc40>"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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0s6zE/xPw537ksX8L+M9U9aeA/6z8jIj8Poxj+nPld/53pbnmxYfAMChp3aG73YEBSw2vuEqDcwqlAYPDshrbTFMui9bu/qSJqvFcP7tgfb21gq4YFVARUlJISoyFwWL5x+SukybaI8+b75yheo0b+T5T4KyUv2zlLsQKzCmTYwHnsYr+WN2Y9tOCwV5fbIiD8tG3fkhQUOeNI6WWZuVc3Hj+nGw3Vf0vgac/8vCfB/5G+f5vAP+9g8f/pqp2qvoD4LtYc81Lj5yUYb1Dh549/YKSX5U9CKPVe2cJxliOmoKdMcwfQWdJ9LuuEI+NrGTlJwpbIKIplwiwBC4HqJ74zJe+eo9mPpDTlpxiWV37zycwgdWKBTea8h4u1OdzTOPwmJHXl1u25zve//p3CDiiPWntA4WyGXwgxf6F1+6fdU+8p6r3AcrXu+XxT2qkefOT3kBE/pKI/JqI/Nr2+gk6RLrrK0hxMgTwXL6EKM4bM4wxYhQYuaL5oHrgnGN9vZ5A6X1sacy2OCTikHAu4J0vf+uA+6kORDk+nfH2V27Rp3Ny6oCIkhA1Yxh86gpdrVA/hmQ5pnimdaujwc2QjfcMXeb+77zHo3c/JDhHLqu7R2mcwRSurdl1/3x5p5/kvD8xuDrsxZgtb0M3MFyvCa6soxG7YowAS3loRKTHCsaYibBPqFWtot93PQrElEqZq6QDY72xVExiimXFF5DAeUbKsKsSX/2Ze1Bd0/drNEes/aYAD2OuWGglMSnDMJCTlr85pkkKBXkSgQqPy45v/L1/jG62eOfAe6OiiFAB3gsuBAj1Cy/6P6sRH4rI6wDl66Py+EsbaT7xUMhdT95tCYfw2vjd/lvGGE/Hr2NZXw+iQFXqqsKJkaxiVlQsgDE6vkecgQR9PzB0hcsivtTwCkaqikrH8e3Am19ekXVDyl2pxCuu5H5SGOuIJ0bLdW2PDhNfZ/QEtpcLwXniuuO93/wWVUp4Z+nFEEdvkPHBEVPk9LXXX3j5/lmN+B8B/3r5/l8H/u8Hj/8FEWlE5CvATwG/8tJ3UyWut2gcppOEwo9hrCKMOYcZSconlwmS2rtgVaWqqqmjScQacFIqdUI1uC4lLZ1WinO+QHS2r7kS4fZxR7sU/uVf+gWOb9Xk2JUoeYyImVKgsZTWbbfkfsDpIVd2ZLWBRagO3WzZPHpKGPmvWDQacCQUXweGruf1r/zECy/fZ0kx/j3g7wNfE5EPROR/BPw14JdF5DtYS/dfKxfv68DfAr4B/B3gL6vqi8vSmNfsNxskR+tJKK7UHZCJLfQ2ZGfMrJ1zxT0drl6784e+Jw7DZDTL2cQ6qwoEJhLQAt15FyzCzFbZ15zIMdPOGhZHLe985S5vfemEGHeFFJXYk6pKIFSoIt1mQ+y6PY57uMtk63rCCbsnj2G7s91BDJXyCI3zJFWapgbnuf3OOy+8fi+tYqjqX/yUp37pU17/V4G/+rL3/ZHfYbdem4t0jgmhKqdvEWGB35KiI9Q1/X62fUzcBI33XYdkJVSBkUqfVJGkU4qSMvhMwWBdCXuMQROHnnZes5wvAMhE3v7yLX7jH7xP5RfAUOqIlvRPPB4cu+srhtmc2fEZY3r/XHsAjqSJZx++j6YeqRzqBJJSO4fkTBaoq5r5yYyjW5/YIDwdNwKx0QzdeoMTqwWPoTswYYhGPrJL7Ap1caznTe8zmt4JQ98jooTgcc6TcyamVBAgc80xZWLaU0KsN0PpdhvEKavlESCkIRPjwGtvnYFES000MfIFxrIXWHdU3G7o1peW0073WgEDCioDkcsH75NybyGrMyqGFyHliK8CmmF19zVc1bzw+t0MI2pmt9nYeci4u+3BKmtQKZWJEn3aMyWAHV8/BooCQ7/Dl6jVjVQHDMJy3hfgeqw+uCkFyMkMdHJ8hHO28lOGPkbO7h1xtAqkuDMI7rBMVIwoArFb012eQxzw074+nqt91mG3YX3+CO8U54O9QjPOGat91rSIBG69/Q7pJQj4zTBiyhYIFOa3lNU3ovgUJIaCxuyp/mPuJ6XtzZxVyqWMI66kHskuEDDumeKcRajibJ9MEIeB3WbD6mjBrK0Zhq5gtUJMkboV3vrSbWLaHLDvDuPOku6kgd31OWnYWXOOfXRLbctq3Z0/Yeg2VMFSGoPsxV7koalr6vmS1a07dEN84fW7GUbMGV8ivT1HRcfMoZSUkhVnp5tyT0IaDTk+NQwDIhi6I872rZTxfl8xp5SRclJSNBy073qCE1bLJTEOFuBoAboFxMNPfO0NYl6XFWvpzYiNilhuV3mlW18Sd9tivAmvsRzRweXDB9RNoPJGQNaseF9oICXdmB2f0rZz+sN+k084boQRc8r4kex0cHfDPk8GHZVOyDmRJu7p+KL9tykNeL8n/6acDJMMAe9c6f+zmG6MWnNWNpsNt87OJuRGVUkp2upwVl1460t38FVkGPqJDzoasCxyPMqwXdN3mwmiGyNVU+9IXDz4iCH1prihkGLCO2+9iM7c/vLWbSoXIHwBejE0J3zZC8fVZ7GMTmy3PbFtv1dSAgpLv0bs0xkhqrzOXOtglYBpcxK89wzJjBCcZ7fd0NSB+aJl7HVMKVlXUgHG+77n9PaC07szhrglp2RvKHtfYC1tJpWSh01JQwoJeAy9ho7104/JcSj7od3I40l653F1w+LsFlkz9ewLYMSiKWI97yMXBQtKJiRGXWFojGWd8qslaNfSQOFUqETwYhcvY4m/CzJ2YRT3qiXIAJdhu77m1q1jkg4gQtdHcrYLOgw9eRjIQyY08Ef/5O9D3dba7RSSxFJtkNJLAjl1dNtnJVe11CeL4an9+op+/QyPkKuqVGLMlQbxBF/hZwvq5ZJelLb9IjTUjD3vTBW1YrgfgdMyjNIk4wocj4nGICWvxPY5QfDeEXwAAe8NF40xl9pkpu93zGctVROYtHSSTnR/S25K6CyZP/LHf47V2cw4qsXVlw9BUU+h3+24fvaE2JXSWsE8vHNcPX5I6ja2Jxdw3juPtZfbjbk4OQXvkcrjX0E98cd/lLQAYTLmaLzDj6+UumJxnYVnVioKoJJJOZJStFWo45Yk+ODxIRQjOjQrKUZS6tn1G27fvU1WZRhSYaBbb4gTTwhV4YFCzInZUc2Xf/IN+mFDyompr7C4S+cCZGV7cUXueoRknkYTXpSLRw/wooj3UxNO8G4qOosLnJzdIgEuhOeQq086boYRKTipgJ/8ZNk/ylbmxrhHR0wGpgptgeFC5RhiR0zxgJ+z73Gsq6rcMG7izMTUUc8C7bxFnKcfIn1v6YNzo/gQaB4rHokkka/89Fsk7Zii5PHGKmCCR+ivN8S1IUcCBPG4NHD18X0qZ1GoK1xUL+O2AFU7Z358Sp8yPgSUL4gR94nC82iNE/ldd6KUkPVwJWpW6llNykOJYMc64oi3WsQ3DBEwxkAceiBy97VbIIVun2AY4sRkG933+HkUUJd4/Z3b+EZLoXgfbBVIAUHo1xu6y0vysAPt8SjaremunuJdYctNYL+lJzEnlmdn+HZGUnBhJE59+nEjjDiusLGFbazV7fFIDuEZ+x1xJWq1VZg1Uc8COUcrQeUMpTY4MudyHptLIcdIGjpWxwtmy4Yh9aSUraXuAFgf+0By6ehNMYFTzu4csTppiWlACuXD9j4Q5wkOdNhx/ewB6CXtLOH9jt3lQ+LuksoLXsbmH0CtKzjmzOmdewzicFVl9Mv8BcgTpxITBjlN6cQU5EzJIlP/k9sXWO0mSLTzmpwjox+2oCbgnMc7b82g5WaIcSDrwK3bJ4RKSDkRUyKrUtU1WfcUyazZ8sXSEJBTZnk84+4bJ7bf6R7Wm85IFJEdV9fvcvsOfO1nz7hzz3H19D1y2hK8w0tpMXAjJVMRH1id3aJLSmjqqeLyouNmGFEKKnOQXoyPA/sVxwEVfixVFYgua6KZVRMdQwpSY4GGm0pYRmiKDMOW49MVx6fHpBxRYLfr8T6Ui2oAt5aARMkGNiDEmBAP9948I2lvmCvWB2mNPxmVhLot9XLNz//Rt/jyV+f87M/dol8/sJY6JwSVSb9GxHLa+eqE9uiYqOCrym7al1DAb4YRVfeqh3mUkCy0wDFk0Fzaqu1ritmKujlbsddlJNjeKFAujgUbzhWuSwGSt9s1WQfuvnabUHl2u+4A+5RJrmsvvZLxftR9kxLkRG7dOSbnzpL9Cbst7ySZ7Dv+wB/5Kme3K0K14fXXZyzmuch8WU0mFdTHOWHImdWtO1DVlloEz0s3RG6KEQFL4n0p1eieUQ0kzaSUppU1VTJKtpFzRipBvIesRWhPCb5A3sWe/TAAQrfbsDhqWJ0s6VIkxUy37Wiqxu780mgao6Ubo4SYYviuJnPHd+6dgPRQckD7XXPtUTvqVcW/9Kf+GN1wzdGyZrH03Lt3bE2kYi0+uWgQIJBFOLlzl+w8oaoQP+KQX5DoVMRZ3iTP9yGih4y3UefGTVWM8suExuFC0bcpeaMr+6YqbLe70oVshOPbd0/xlWO73SI4YiyViDHASjD0ZkBXyL45FbpizuQ0cOvuCaGGSWuu3C05D0Tt+Jk/9DOcvXYP5wJtVeMc3H39DNVIViFqYRCUmzPUDatbd4gIoa720fBLVuPNMeK4b5XqPDBV+ZH93jEK+zjxTOIJ3tHMalIyci9FicrcoCfnRNf3eOfZ7XrqpuLs1jFD6umGHlUh+PGiWcVjFGhwEgopWEraokXVI3O0mrM8miHkPU0k2yp1NfzJf+UXuezW1G3D0A8MQ8fq9AjRTFboNZfvDTedzRfMj47JmNKkjv1QX4yVWPaTQsocDTc+ZV/K8xToW0r+V/aietYQU6FKFJYbAs47hiFSVw0pZvq+4+T0hKqu6IbOKIoFUnPOozkTY2boM1WoyUmJQwY1+v2456WU8JXjzr1TMmkqZuecGPodb3/1Hd7+yXfIHnztGVJPP+xoFs3kYVIhRgsWlS+OVtSzOXhv16E0Cr3YhJ+NKPW2iPy/ReSbIvJ1Efk3yuOvrh9DBJwzhMSVKneRjaRgoipGMxzloRV7TEXQnAh1QHMBmsnEGHEhkNV03KqqNpxHEse3TuhTIiWovMc5wZcqPtnTdUZzdN5bqjEyzF1giJGUMzkJysCbXzo1QfjiHtPQExn447/0i8QgrFZHxDQYoJ7MZefCjjNXashsSomjk1uor5BqPC+ZArXPZUQgAv9TVf1Z4E8Af7n0XLzSfgzTXLP++EPFkXEPRLxFhhNHxsjwWvahUHlStEpITIPJa7pAHDJOAl48jkzTBupZzWbb2+oqZGUnFrDkKAxdRlww/ZuxJC/KZtPRD6moIjpi7PnKT94l1NAnJWYlxg2vvXOLn/2FP0CnmbauGWJPjkqQ2iJbZyLtLmeyGiAR48Dq7LahNJUFeGP+6T5vnqiq91X1H5XvrzBN7zd5pf0YxVXquJ3t8dNJxVcOtbXt9Xu3ClVT03edMQCAqqqmFMGqBZnNdsvJyQkxRfohFpDb4LVUUpuuHxjViWMcgQOj519frpHSXp4SxJi5dWvFrTtzwNq48Rv+5J/5I1Szmvn8yPoUo7l47zwppgm8sBvNYoGEsDw5I5YtYIzAx1a+z2XE5y61yJeBPwz8Qz5nP8ZhL0Y/XD63x41pxFg7nArBYx424nA6ojiZqq7o+x7JVm5KMRKHaJV859hsNyiZxdGS7bYrqYNFoyJjaUrpuh4XAooZKauhPnGwvBRMiVgzxN50AG7daXAkJEduvd7ytT/4DjEnmnpGTJauOOdQgW5rvBvNuQRpQtJMNVvSHq3I8nyOayjWK0JsRGQJ/N+Af1NVL1/00k947Hd9isNejKY+LtijMxLvmNjJFLccxNnFcHnsGFZSSoizYCYEaxId+sFgN7GpMDFF2nmLd4E4RPq+L63VQrfrEXElMALvA8NgUixxsFLTZr2jrhoTh4gZVSFGpe82rFYOT09wPb/vD75D9Dvqpi70joRTk8RWlO16gx8bb2KaCtSrW3egblFf6qKfIckfj89kRBGpMAP+u6r6H5SHX2k/xgiAT6kGgvP71IIJjJa9m2FvRGf8DqoQSmNNRpP1TPR9D6Isj5Zm8ELmHQWEum4g+EC36wmhJufMEBNDb4FHt7Pefu8DMSZiytYzkSEOHXWVqELHnbuB01szhhyp2pqUOktzxhvTwWa9IRTwfuToeO85vfM62RWZ7B+9Ni+5dp8lOhXg3wG+qar/64OnXlk/hmI59NgVP1aJR8FXlTGXHisFB6tSQUlUTSht0bZf2t5lvYJOoK4CzaylHwZiTJY+FOFaEc/QR/o+gjiGIVntcMgMQ+bZxZWRmMbIVJV+iGbMvscRadvIO18+IqYtdW2s8ZSHUZXFKBgOdput7Yli24BzQtM0nNy6S9Sx/DWhGBN69aLjs4gR/SLwrwG/JSK/UR77n2P9F3+r9Ga8B/z3AVT16yIy9mNEPmM/xthQcvjzWA2WsXumrMCRfzrui5lMaGt8VVEkFEraYHhn8J6q9dZ6Nlhlwvtg+GvM+LpivdnhfEVRBEMQ6qYuLs8+i+1hFpykqIhLuGyqU2+8ecR80eOAupoxJCsYjwTkImLMdr2xzuGy/zsRmqZluTox1MY7jJhsNyF88v50eHyWXoy/94L3eXX9GGM5VUZUX6bAw54vwj9ZyzS3saXNrkeoK+vRCMEoi87Zv+BJOXLUzo3KHxMhWPgeY6RWW7VDzCya1rg1ZJwKTipSTIRQ453BeFmVoTPYTF2CGMleuXtnjsgVTVgULmxhwiHErASEHDPXl2tSMgV+52zSwGy+pFks6cr+P2WGWm7uLwZio1NTCrCnVMgIKut+FZbXH/4TsdxKvKdqWyjMbhgJuZm6qa0iUfa2URjeuUDfR7wLGOMMwJOiMgwZoYgBiSUGcUjsdgM5Qz8kNjtTgEppTVM5mroiJWtZFzV56d0ukZKQBuXq4npyyeP5NIslvm739dHxBj74+qLjhhix3IGlsn9YAJ7uy4NI9VC01pJF81XqHdWsRbwhNSllhjRQNxV2oyQUpapCKT8Z5LbbWuRpK8SaTy2gGQxkmHobhdhnUhRSgu1uYEgOvOJ0oA611R6LVg44chIuLztidMRt4vpyg7GDzUWnnKjmc5Ir+udlG5nw9Jfb8OYYcWx+YazsTx5FD/JDtz+zg0XpCilKQsDXNeqsqRSBXdexWMxRtTZsH6yZNEaDwfouIiWgSEXGeRhSEeqwyFXKgLEcIUZwVKRB6brMbHlMn3bM2gZHIMbONAUwgwyDcnnVsd0mNpcdm+stiHFgx8Bttjome8FVBWLUA1DjM6zEm6GyOLlK3UehjGnH/gRGqRFXLgJj/lhUhX1V4esanCOmhHcNiDHGslokOZutSDkRQsXQRzabgfnRfEr2Y4wMQ2TUSlTN1HUNCEOfSIPipGKzWVPXM3zdQrWjrWpin8gMJThxiINuM9DtMk+eXNInpd8N1N7Tx0TWTDNvmZ+ckATj5VCcy+SNXn7cmJVori4/tyeUrZD9qR1EseVONc0ZnVgA4j1VVRNjT8qJ2XyGouSYSlNNKEiON2JUUrwLpGhdVH0fGeW7+q7HOUff2Z7W94k4mE5N1/XMFktiSrQzc8VdN1j5KFPUN2Cz6VH1PHt6xdNHTw2Cc45MxotjsTqhWR6RCwF1QmcO+lGeA5M/4bg5RtRR5oSSC+610w5ZZ9MeaWWMUrWwNMN5pjKOKScOzOYtSTNx11FXlQUUqchueYe4wHY3WDkqK3lQnAbykA0010Dqhb6H2Nnz/dBRzxuSKFXt8a5iFwe7iSamuInqXm97NIEkz8X5ObkbSo9rphFHfXSMn81tmxwpkjmjTlHSVON80XFjjAhjNmGY0z5rHPeGgzxHRyGicsJjwKPZNLrFUdWBUAWquiLFyND3tI0VZzkQXXfiyf1AUEhdj8Mx9EbP9y6Qeis79ds4gd67rqOdz1CntG1FGsbSFYjzZb6HokkYemXYRuZNw9WzZ7hSc0Ss76JdrkjOT6K8+9Mu1ZMDL/Rpx40x4iSeMEU1+419ovbDcwENJf0QKTT9yoF3+LpCRWhnM7szYkadx4cKci79i84gMXWErAzrDaRE8ELf70qVxBQ2JCn9tqfvE9uutwjYCXVdWxG46yzN8dZTgVMkKHGIaKf47AhBuH76zHhEWal8hfjAYnUMFLa5If9lXBGgUkYbfRECG8Ytzj0nlbzvEt7jpaPhOHjMixBCoG4qXD3gihGruibGAWLEN7Wt72gV/zgk2kWNxETtQGPPpl/DdkszW9iKGTLBg6SMV6EbIsk7mvkC5zNNE9jt1jgSdahsOLcUuc1gQY12kLYDWTPXT57gfWWT2aoKyYHZcmlBWSF3TeMBD/bBV1EU/udyjII+MtIL2d+A1il8oHU6bf5jBAkhOHzl8HUgtDUqQggeVWv9DnVNjJnYRypfMcRI7QP9esv66TkMPXGz5sn9j5gFB0OPpIwMCfoen6DvB2bLhYn3zWZTG3nwNspIXKm8OABht03068j9dz+gagIXT54w0vg8gqsbqvmijKH6EXd6WH56SSnqxqxEhbIKXang/8jzOaP87r6EsfbovIAHCQ5XV9RtU2YbFnfrvbm30qPhvGd7veHq/n10d83pUcPp3WO67RpdXxF8TewzVVPz5MEH1EdHyKKmmdWERgjBkVJHHWwKt1H/x44tD7ni+mrNhz+8T7/Z0DQNl+eXJpCkQnaZ9miGbxuSG6PxPVY69k7uPdCnHzdjJR5AMocNbWM30z7z3+eRe10YLWP4bCVkMhIcoQrkFElDb51FKdF1RozKKdOEivXlJcumofWBjz/6kEVwvH6y4vF7PyBfnON3Gy7uf8jlo/s8/OgDVss5/bBjNm9QTFZaxJhp3o8lNIVckYeGRw8v+fD9jzg5OyZ3ie1mZ+zyEllX87m1cjs5iAXKtTiIZ15GWbwxK3E6iUJbPBQbAp3uVFt1bj9ZVos6FJmqDsR4TVCLbnOKpDzQLhcQM2mISNuYlGVWQs40TlhvN6wvnlGrMb03aeDD3/k68/kR9z/8kM36ktmbb/Czs59n55KtODU9NqdMkfM4HNPrjEcfbfmdb/yAmBK33rjFkw8ekKLa9KlCuZivVrYK/XgDl9G0o/FMXOelK+1GrERbiGM0egCtTS+QTwyyVcsJlPazUAdi7IlDTxoGVMugPbGApjroN0y7jlqE7dUF3WaNV2W4umK4uuT8ww9IV+e8/62v8/C973P/w/cIlSOmjtXx0trSxgYDORgjnx1BajYXmX/0K7/Dww8fU88abr11h0fffx+01EadsQjaoxW5FL/3gcwYvI29l/mlyf4NWYmjLo08Z7s9YlMePCBQWS3OMsoYEyllfKhtDML1Dqc2tDnUViPUGAne5k2EuiJu11QSIUfOTo4Y/MDj+/fJsePZwwecHK+gX7NdX1DNF3z5J79KaALLo5mJEcGIj5X0QJEciL3wj37l63zzt76HU8+dN24zP5rx0Xd+SPAVIg6nQkqZZrmYPMs0tra8sQk2mKt5GfR2I1aiHXs4bcr5J9jp8MsBDGA+jDhEo2iUqrhLmaYKDHGgblrIMCQjTVkDi5D7AUmRNjgkRa7On3L+8SO6zYbT1Yqh2+HFqiC333qDo9tnzI8WpWCrz13alDKCI7ia73/rQ/7xr36docssZjO+9JPv8PDDD3n3e9/HEay92ztcCNSLuYHgwXqEpZTVLFi1WqqIvGwh3iAjHgIT417HJ0dm42NjO1zOmThExFnj5tFsRhOMmBSqGlKa+KlOxBpFU8KlhA4d999/n6cfP0Sz4aAnZ2cMKYJTklO+9LWv0TkrdXV9X/oV00QrHIu33WbgN3/9d+g3Sl0F3nrnLe69fY9/8g9+hd1ua5o12dKpZj6japtphvIYz4035tRqvi8Rf+pxI9xpiTGZOpI+4W5/Xr+G6XvBLuR2u6VZHFN5T1sLO8HyRIQ8RMR7q164imEYmDnHsN3w5MP36TbXaEqsjo548uQpdVPjq0DsM/OzE07feINqMafPGZ9Mf834FoV0rBCHyPe/9S6XT3c4Ku7cvc1bX34LXOLBt74PwdyoqBlxuVoR6hoJhvAwcktLxDvKn43X5EXHzViJIyrDIYpfVpweKgqPv1D69EWLeAHsrnZWNmo8kBhiJtSt6eIMA56MJkvMSQO1JD6+/z5Dt6XbbQmVo65qPn7wiKHv2W07dsPA6z/xU2jTcHx2XMYcGLU+K2WWogUz5w/P+eHXv8Px0Qmnr7/Fmz/1VWbHCx6+/wGXHz+lDg0qENUEk2bLY8TXhbJfwI7n4oED4vTndaci0orIr4jIb5ZejP9lefyVzsZwzqoPhh06nJa7kT3vZkRuCqNxqikGHLuLDc4ps6OGJIk+KnU7K2JAmQCTkv6sdmyvnnL97BEx7lhvrqhao/YbnVFZX1wyW6x466d/jnq5oGqcTT6NxvQemeqCZ9jB1//BP0Gudty9d4s3f/pr+Fsn0Hp++PVvoH2ipiaRUS+kIVHPV2T14DERJielXvp8gigqL3Wnn2UldsCfUdU/BPw88OdE5E/wqmdjTIful1yJQCkGHaM1kb0Yg2Kg8+5qQxDhaDXD1abc671j223QQpNIOXF9eU5g4PzxhwSXuXz2lJwzoal5+OhjTm+dgSpdXHN8dpfZ6hbHd4+Jqd/nnjHioMiWeH7wzR/wwfc/wCGsVnPa1YLkoAnC97/+OwaxFVUpcQa8zxdLM95zcmUH9ZtxfC57ubBPOz5LL4aq6nX5sSr/lFc8G0MP7j6Lyg6eFNgrGcqe/Y2WbirP9nJH7YzvgncFosxEIrjAEDN1W0Hccfn4IdeXT/CSJj2b4GvOL6+YLeakHFmsWl5/5yuoC8xOGlLeT4zRlIw+lZXdduDX/6tfo5EGXxX1jgCzWcX68WOe3H9gY5NU96NwQ6BdzFHR56fPyI/8s+v/0iTjszLAfeGcPgL+rqq+0l6Mrr+YDKjjlOwDJzKKGYxSICNTzNArRwgVm/NrKlFiHhhyJARHHnrj7qi55aaqkH7H0/vv0gZFU89yPkNU6YdENwxsux0xdixXK9rliqOzI8TLxAHSZIYfOxU//OAhjz94wizMqJqGYdgiElm0gd/6lV+BLlL5gIhnnLZqrLwalbxnuJe8aiyAj1HqS/OLz2pEVU2q+vMYJf+Pi8jvf8HLP2nt/65P8lwvRnNcXKQyyjJPuZJMGccU7IwQ3LiD4Dy7yx266wm1w9WBtmlIQ2TmA5VkWifkzZb+8oJhfUnlMpvNNU3TIhijOyucn58jObJYHLOOHbdfOzVpEqMbkFPCtmQhxcx2M9DWR+TewO+u3xKc0l9d8M1f+3WqInktrvQaKtRNizpnUakrAdyPQKfPGfNVFoVV9RnwX2B73SvrxZg+v+5VgmXa+4Tn1mWB2sZ9cWSDpV3m6ukVs4VFgc4LLiszqZgFoZZINUROmpZ58JAjm/WapmkQ70rHk2mHB+e4fes1XAvtMpCj9emPxdrgAikqmhxnx3doZseQxQTYc2LVNnz/n/wT+otLWl+hQCyC784J7WJpiovOIuy9lvlBG8NkQF66Gj9LdHpHRE7K9zPgvwH8Dq+6F2Ms+B7wTqfixvi6km7oBDobXOe8x2XP+aOnNE2gjwPDYKN5PIKkiMsDbuhZnz+lrX2hc1jLdahqozbO5xzNF8yaBcvVMce3V5NqR86pAO2lGQeHdw3z9gjXzKnrGpcghIq8XvONv/8rhIRV8J0waDac1Dmq1lair8YJ3mNavw/o/mmOz5Lsvw78DRnnvsLfUtX/WET+Pq+wF2NEJnQaT0BZkXvJ533/ekFKxtXoHJWvuT6/4s3KquZ9jIapukAcBlZtYL15wvXlU05Xni4mvK8Y4oCvPNebLW1dl6qIMBA5Oz2h30WidGjKaDK6cc4Q6prgW2atIyyPuH5yTu17Tl5/i/e//R2uPrzPTGywlTgTQBrZ7M1sRsQEBfeaWTJF5WP3wst3Qzs+Sy/GP8EaS3/08Se8ql6M8QOLFgb1iGUx7Q/7l46i6eN3UkDowLAbqOtAUzVssuWU2zTQ1DN2/ZakHUPcsN6YmK0LFd57VEzx4vziKV3wHB21bFNPTB6JkaQ9mhRHsOlveELV4vCEuqI5WvH0excs3ByNmesnT2mSNdooBSBPZZ0Vd5pKNQP252cNyuNtWjJGkaJT8OnHjUBsJoywaMRwQMH40VR3T1+UvZ1tOSLqqXxg2PV4EVNVFMXXc9bbjvX2GSl3XK+vcS7Q1DXBO4K3fsGYItF7/GLJ8tYtQr1APMYVxdv00yRUzQzTEFDUQ9XOuF7v6HY9eegJOSMpTSmRFGxuLLnVs/m+EGx7ycQbOuTVPk8a+/TjRhiRghPC+JEP9fX3edI4dW36iumKihMyDrLDCzx7cl7cIvhgvNNnF0958vg+Q9zS9R3OeYLzDH3H0XIBJHaxZ3Z2G398wtHde4S2xQVl6K3VrO8TSMBXjd05LpNdpqoq4gDbbYfEjKShCEmIwYIiOM2FhyNUsxkSwkSbhHHsX9nsx21Sxz7LFx83xIjTrsAham9BzGhAOQhmKGjO3p0yjngfIuvLNbnQ8r0GchzYrp/Rra/pd9spSHEi7LbX3Ll9RlVVDJo4feNNVvfehLpFGkt24iBYK1ymqltUrW0uVOBqx6xuQT1X2y1BIMcBCQcCSuiUq1ZVRd22+Kp0aaVcmmL3uqrAc9+/7LgxRswjFWHkn+4hi4l7OrV4j3W2Il+SVYsgbabbdQxdT06R4CqIyrC9xKUtTeHXpBzLCANXhGsNoqsXS1b3Xmd193W6lMhux9AnyJ6sHsXjfDC4TIRQOULtWcwXiKvZ7DpcttHv6QB1GoM0J9DOZviqIlTGuBuGYapgHGra7ZliX5j+RKYGFgeHI+sRBx4mgVewVekEA6SdwVjOefrdwK7rCNm0TRvfsl1f8ezhu2h3SV15sghZTGgdcVRVzdXlFRdXl5zcexN/dEx1MqPPAxoj2md8qNhuAGkRZ9o3o6ZOHYRq3iBVw9B3dF0HQah9Zf33AnGcKeyEar4ge6NWKkLsetK2h5gK4bvQMWQPub3Mpd4YI46ojFAS4PHxvfLXlNw77wq3JtPMGuq6BUC7TLfuaFwFYnptqd+wefaAYfMMSPgyHLPvOmLMLJZHpBTpY+T2G1+mWR2jQREvBLzVAPFsNgKuxQePiE6iSMFBtahwTUvsLGiq24qAs/4K7xi0RJuiuHZG9oKvQ9HuUVIfyaVQLWWi3AFEdSBP/cnHDTGiTCqKMFYsdA+5FdjLeXcgTmSPO2fabU48MjjitSnxuyqQXWK1bHF5YLtek3MiOI/DtLZjiiyWS3zwhFnD2d03WJ0eEyqbTRF8hZLptpCTx0lV5jqNNApDQ5uZJ1Q1sY/0XWeK/6Zwa+0AxTCqSj1foM7ZtBxvHiXnZNygoUdTwqkRscao9YvBO6UI1I4fuOwnh4HaSAC2PcJOajRgTrnMfXKkK9M7dU2NuMju6gnDbo2WAWCGWEhpL1P6OLA4mnN69x71bEUza2hqU9ZQsfGw3Q6CbzAxhOL2D65c0wh11SJ4hr7HuzKL0SgATOUzERarI7RwbCofbLwSBnKkoSf3va3I54z34pV4I+gZz8FOxYiunPg4Uks5mGxaquOWZ5lbcz6QgO2zTAieuq6oc8eDxx/RBGUnhsfWPtAX8b2YIufn54QucPvNd6CegQdfeWKOpKRst4msc5rQYEKz7GExFcRD0zra2RznArvtjqNbwXBSseZW1Ca14YRmsUC9t9QDoaqKomIygdw8DCRVkAr7Uwfk6U85bsZK/BFvIcWdSsnmVZgmd9sLZALHx6Q/5UQS4emTK9DMwlfQrdlePMKlgSp4drtdWWUWCac0MPQD5xdX3HnjHarlgqQ2AtB5oesi3cY0T0dhpPEj5GycVpVMqB3NfIaII/ambixjJ5eA5oQTCFVF3TTg3cRKcFXA1xUu+MJwsxWZht5mUR3QUz7tuBlG/JFDfuSbKfc9OKER2dAiUDvESCLz+MkTRCJNysT1BV53SO5pm4o4DDRNw1A6o6rgqaua620kh4YwrxlSh3ilmbVs1hHJs7IX26cwjVIhJSVqJksiVFYfxAlD1xMm9Q4bK5TL1LiqaQihwsko6QnqBVd5M2IwaohqJg59Ge932Kv5yccNcael0EvJ2wsCPNaGDymKz7++QG9ioHdoBQ0VCx/wXU+KO2YVeBX6IXN0dETUTCq3wrxt6IdIszhlEI9vBIioSzTtnOuPFU+LCw4frGM3JiUnD+oKw1zwUuMqC2SGvidUFVVTk8WM4Mo5VK2lKMHbXKhY0F/vPfiMOktbtLhgTZFE0ad7wXEjVqJF08+TEMYAZ8RHDw+rduiBoKvBdstFoNYddYCsA5v1BZVXqlA0UEPgenNNlqIcLDbt+/TemyxOTqnaksoEoeuEH373Id12MD6NAxE1dahcRr6XiTaajZQcs4k2+BDwIZRRDmOVUGjnS0CmXsSsYEoFijox+mLZL70vN3IcyEP3wut3I4wIFLTGPo5hwXuhvsP62iiJYs5tLHOArx3LZcU3//5/Sbe+YJs7NutLHJm2tcHK1+trrtbXNkkbc3XbIbG4dYejs2Oa1oEmnK94/73HfPDuY95/933WF9dUEiBbNT9nSuu3kAbP7qrn4tkzhpSMxCxCGY/JyEbIQDOfoyXKtj0eYlIrGKtFw1IGk5lOnemupH73wkt3I4w4JvElmSqP7semH67EKbY5/F/AV47z80cM54+5d+uUi+0z+u01lIbQUR+8qm0HWcxmJM3sVAmrFc2ypanAiaPbec6fDKyWt/ngvff51m9/i83lDsmelCgrMKHRM6wd737nPZ49OUdw1hM55ZIm3ymFPxOaliSmn6pq4AzZRARV1eZ+IBbsBI8TxZEhDS+8fjfCiHBQU9ODQSdgEdzENzFsVUtOuYc2bBR7jJFZEDZXF1w++5gmmMCQmDAbVVPTNg2x62gqo000xyfMz06o5gEnmVnd8uRRx6y+xVtvfonj5Snvff8DvvvNH5B6yNEEawVInfCDb3zIb//6b1NLRVMXVSpvxWDni1HFNAVCO7MOrQJ4izGQ0ZiL5DITRCXOeh6dZES/AIOhYR9tQsEMVcpkvecB8bEykMsAklRKOLN5i3dCe7zi6vICvXxG7e1idP1A1dQMcWA+a0AT3W5HFyOz41MWt04IjUCONHXNBz84Z+gdXd9x79ZrLJsVH737kPVFRxrss6kql0+u+a1f/xa5S9w9u8NsttgjTzIC9hSjeOqmJTtXpqmCZHAZYzLoHj8eU5QQvO3FL5FAuTHRKVifwhR1yhgOlBUqDtHS0aRlYigKucfVDbNFy2rxNid/7I+RNj15fc7sbIaEJc8uLqhCxXazI6yOcALPnl0iM8fds1tU8zlVI9BBf524//2HpN6T+jUL33Ln7JQdjuvLHdVyBs4+19WTS/KmR3e9dQFbbG0Bl9jk8LFEKOIITYt6bz2TWvg/ajOQn6Prl4ZjEVN2dF+E/kTF5ty7aV8AdRi2Fe1rzIIvrjbji7GVplFWt2fkIDi34OzsLr/+j/82le+ZNwvyYGJ8LjSFraY0baDbZfou89Wzu1RtSzMTknq+9+0HPH33Iy4vLkn9BY0IX/7aH+bo5A26XWLoHIjitGL79JLLh+/z8UcPOKobwz3FZEtCVRNTT0wZr4aHhqYheTelESmb4Zw4UiE1eANTQbRMSRV8eEWITSEQ/2MR+Y/Lz6+0F0NzgpzQooR4KItpTEEpSsEWHWqGGHuOby1YnR0RNXFxecl3fudbnD/6gFsnC0svqjBhryKOXddzduvU6n2h5ej0mKoSvFcQz3e+/n2e3H+fzfkDGC7ZbD7m48cPqJuZDRhLFkVLUn7wzW/y+MMfkrotsV/b6IRyE/rgy5Sbg9qnD7iqmkBtk6opjUTjDMYxmi0C8PAjbPjPY0Tg38DGKYzHq+vFUCWngRzt39TmVRhUe+kTUz7Mqob0a8+bX7prZKKU2V2ec/+H3+NsuTSMdNfRNM0Es9VNzcXlNadnJ7ggLJYnLI7nhJAJTrh+uuaj9+/Td1dI3nDv7pK3fuJN7j+8X6rwNuIvBM/V03Pe/dY3OFstWK3mDGmwMbhogdnGfhG7Gau6NoWraj8ecMyFxy6rsSCnGXJKFrWWqXGf24gi8hbw3wH+7YOH/zyvrBejkKRSRHMsieL4txnLaha6j4gGmSCR45M5610PeSBfPyWtLzk7WrK5vOTq4tIko2Nkt+sIdU0/DDx98oyqrji5dZtqXlHViSCOBz98zO56R10Ls0p5/fUT/vif/uNUbcNu19vKyJk6BD784Q/pLp/xlS+9yetv3CXmiGl6215tXV5MzINmvkAqG0x9WCtExwJ4+T6XxtmU0ZhtNER6NdHp/wb4n8FzYdLn6sU4PERMrxvZc1Hc6IJKFV0Ke82GVIJ3GdGOi/OPaeY1LnW47SUNAy4nYtcXuedMzInNbkeoapImnj55RlZYnZ3SLFqqOiPZ8fCDC8jK2ekpt85O8DX89O//Gm9/5Sv0fSxK/krwwuMHj1i1DZWHW7fPLG9EJxGFukxdo3BnZstl6Vbe572iTK519DS5iAdqtG7kfojEz+tOReS/CzxS1V9/2WvHX/mEx35XePVcQ81wOaEyh11AY26IUMbyWcnJe0/demJ/zXs/+A5Hq4owXPHge99gHiAV3kzTNPgyoiBnC/fEQ7dTdsMAjaOLPaES1s868q7h5OyEplnRLo9ZnZ2yOjnm5OysjHQvsicoZHjt3j2cD9R1U1ZQKhLQWvZEkyxTjOGWD87RXIt5lOkiaTFgymi0vzeg1EeLF17wz7ISfxH4V0Xkh8DfBP6MiPxf+Jy9GIcNNXW1mioVU1MUBckpQ7+c96g4cB7vBc0d11fnBAdfeXNBvPyI849+yMnRDNVEXdUcHR8RqjLKxwmbzbbkmZ7QzJgfH1E1NXXT8PDDS5wseOPtt/FhSVic8eZXf5qchcVyRVXVaB6LwZmmaVkcnXD7tTeI6hEJ5caTgxU45ovgm9bY4AdGHEtVcrB/qipSQtWoGTdvmd8++3xGVNW/oqpvqeqXsYDlP1fV/wGvsBejVBBHszEOujqMUp0U3TcxJOTRww85PT3mp77yZRZ5w/n73+ZkHrh165g+DrQz48N47wqSoqw3W8RbH//seMXJ3du08way58N3L6iqOWf3XqNd3Obel77G8Z13WF911O2Mqq6R0prmxOiQd958h7tvfpnLdUcVGuqqLv2GavioFnhOHKFtDbMVpqr9ODFgBPHNn1r/Y8oJDZ7lnVvUpyefz4gvOP4a8Msi8h3gl8vPqOrXgbEX4+/wWediMKomjsYsFA1X7m4REI9znqoKrC+f8TNf+2mOFgu+86u/ytX99/jql99EyWx2W0zFWJnPWhbLRRF1T5AdUSOz1THz41OaNnB9MfDsccQ3De3ihNWtu2xTxXsfnfPwwVOOVsdWFLa6GN45bt29w+z0Ng+eXPHhg6c0zcLcvViJypehXWMdsWrnjHyTyZ0y3rZFgyBFS7E0k0Rpz45pz06QefvCa/dPleyr6n+BtbbxKnsxRrdiJ5bLie07g12Z6GZQieGod+6ccfvslKcP7vPD3/zHhKHjeDnj0ePHOO/L7CjT417M58bByQZtDXlgfnyKVA2hcrz/nSfkocUfBXCO5dkpD84f8eH9LbFbIOG1yYgpJoJ3nJyd8uF3H/Pg/mM2u0xTz9lux4BTpklx4hwh1FRtU6j75ZxlP2YIsOhcMzlFchpws5rZrVP80YL4CaOHDo8bg52i2e7CnH73fjGWnsoFEif8vp/7fZAHfvCNb3D96CnDesNqOef11+8ZDxXIKVJV3hpDnZ84ORKEo7NbEIzK/973HlH7GU1bgQ+Euef4dEVTL5DQEPOAD/aBUkxGHfGOLIFQL1mszvCVTT0dV5mbxrzbynPBmHKoTl1fmrNBVZpKIdg6wpJk2tMV9ekRuQq8zI3dECOaoIHmaAl/QT2minBxQ9ZPmEkpcu/111hfXbJ+9JB+m/AEhq6jbWfEnMyAwbFZrxkrj6Mra2dz5kcnNMuG1CeefHRFcFbIDXVFmHmWy4bj1bENHgmeEKwvwhAYWCzmzJfH1LMV86NTfF1BGb0wdf5CiYht8Iobx+keFrsLHWNU9iAnXB2Y3z6FWUMcndALjpthRFVy7M2IaUA1Fdd6IDog9tNIj7q8esbjh/dZec+uy5ye3CJ2HQ8fPmS329H3HcerIy4vLyxxHiM/gdXqBN/MmB3VfHz/CXnnLXUQRztraBYVq1XL8cmKaj7DB0cIfg885EyorCpR1y3zoxWuqiyCHktoGCgRo1X6TSBCDuqlI5w2ojZ2zjknZsdH1MdLhiBE9mW6TztuhBEttbDR6dO/cinGMptTQCKeTKOJ/uIRZ8uK09USL3B2dob4wGbTgTpm8xm7IRJmrc0p9g4h4R0cna3wbUPbOD747kdUfkHGeuqdh3ZR0a5qfOMLZpunqDPFEqzUAfGC8xVeKpOFFiGVhD2XnkQQqnZRVqSVJ8bxt7BP9KXQBZIXZrdOoK3JWNAzibx/ynEjjDhyTc2N7okXY6ohahUORyJo5M6y5e1bc96+c0yfeo5mnmZW4evWKBNJqZqW3ZCYn5wQFkuqpsF7azydnx7RruYEIu9/+0O8WMXdVB4zLgjSCCnY7MOkUhpCbdJ3yjZrWJ0i4qlCY+MXBBLOpsGVYEwR6tkCXKEkFgOOnVKjDJqURJ+mwh0vSV4+q3jGDTEilGKqZfqT4IKVH1CUSIYkzOczzm6f0DrPt775DT7++GOaKiAoTduyXm/IWfn4yRPa2YLvfu9dlrfvWp6nStREuzxhvmzYXV3x5MHTiXicKJJtZdqbC45JRNd78FZJGfsqijzNFDS5UpXPhU2QC7Bdt61xZuR5skkuN+7hTVwt5iYpXVhyXiD4L8hK1BSnCvdeCmsKb8iAy56qrrjcXPLBex/w9OlTYhyo6kBdB2KKrHc7xHuurjd88OFDfvjufbR09kpWpApU82NWq5aPP/qI2CXE22S2PFJDCj0CGYUDBRVHFhvDPgLWY8sd7FvzRIR+GGwyXEpWPWlbZKoj6oTM7LuhbVUmVZrlArzVS0UgeGjCFyDFUFWIg+0LBydpQUTZG4HKObbbDVfra549e8ZisSSEwGI2o6kDj588sbsfYTcknl6u2XWgrkaDwWa+aQizFYtFxQ+//W2CVFB0uWMZs64ZRsp+zFa8TdhrrJAhU9RsxrZ6aC5qiMMwEIKfxsuHtgXvp95DHc+Zkg+X88xOaFZHxbWbcSsv1NUXwIhWQxtsLJqmaUWie5lIwYFEUuyNKq+Rtm05Wi4tQc6RzXZjK7YKDAqXmwGVBiRQLZf0w0DdLvCzOXUtPPjhe3ipJjeXcmYYEjHmEjQKMSlDyqQ8NvxQppgWixTcM6XB8sJS0K3r2kT3vCc0Na4KZUWzhxNHQ47xgHf4+YxYmKrOQV15qpco490YIzoiqBlRGTW1cyEIFxqDj0gekBi5c/cW3nlWyyOury/Zbq4tDysuMGaIeKBhuxk4e+01UobZ8oR6VqOx4/LROWQp+7C58ZRsondKOhGEY9Qy1c2GeaXBun5z4cYoSipV/VxSkLqpAau+uKbBhVDqiwfVmpIfmt5ExrcN1IFYng/eUQdjvL3ouDlGdIo5rTQh+rbpl/0nJ+rWESRx7/SY6+sLQhVIcTBBA7HSU1WGesWk4BsiAc1wfHaGb1raxQnzo5rLp0/ZXeygqAE7nM1RVFdmJ44F2vJ9LBc8KTqoFX91jKWVHLtpfxz6Ae8NfBfn8XVTaBj6/LyPAxw1o1TLObkKjP2ZVXAW1LwEer4hRsT4lViOOCXAJbxWVTyJqvIcLxqOmsCHH3zA0WLB1eUFR4sFq9URs7a1YZYxkjI0syXL1SknZ2fsNhvwgXq54vh4xoc/fB/6sSknl30JnApkIUbr0LVVomhUE8BNSo5CcCWxL9Mx07Cb9sEhxiLObpGuFJ4PeTynEUBl2vcTSljMyEUb1DszoBs/2Iuu3Y/JJv9MxwQ/AUZhLCG5ACS8BG6frlhfPmHWzOl7G52wmM+o68p02rA2N3GO1fEps8WSO/fucf7oEQOZanHEclnz3W98G6dhCjJ05LokSEkYumywZhY0MU22yUlJg5bh0mD7eST124LAiM1n9NajGKrKQsypzsg+KKIA4WpBTbWYlwSfaRVOhfEXHDeCsggyXcxcGmWAwvYuqb8o/a5n6HZI3zFrZqyvLpm1DW1bTzowfbc1HktVkZJydHLCbrfm2aOHJHH4WUMg89H338P7utQXy99Qa5QZBhN0sL2uIDDJXpWz0veZWfATpULTgJYxtKpaoDbj2NSNzTi2kRFxWlWl2MakFOk9fjYjq+IF6uDwY4+m+0JEpxbaqFIoiaVEPDWTWoFqt97YQGcf6Lc70ExVWT7WdR1xGKxiISYTlrKyWC35xm/+Butnz2iOlrTLluvzcy4fneNcsKRcLfKMaisxDrYKR+PFIdmM4sLe7qOV+EeEKcWeHHcFSpMyBt5oJM1sZsM2xWj7Y4Q79Z6IaYm7ppomy1VOSoJf+qTdF6C1jcKcprj/wmqY6oqIEFVYzGpShvUmFsKS9Tp0u12ZISxUwVHVFTFGqtpU9Tfn53S7DW986R2yRu5/8JFNY/NhygezlmhULZjJqVBFkpIGG4oZ6srEidT2sJStfDbEjpz6ApArfd9TVRU+BGsD92E6SwuG9qsRIGnGNzVUtnor5/DOLoZtoV+ElSi2EsGjuGlvESiTzIUQak5PT+hjZruzQSXWdRTp+t5SNie0s5ZRwq+qHJcXT7l++hhF+cnf9zUWi4bN5QbJFjmKOLR07irjNAApxF8m8pIL3lq1Gdvaxl7FzLC7Jqd+cstxGEwKLARC01gpCt0bcXzfcvqKNaBqoW7YKD+dfudlx80wIpBxqATwwSbJYM2cNpFNOZq3bLvINgKa8d7bisFZ927M1I2jXbRE8ThNPPzgO1w9vk+/viRUFXfevsvbX3qbRx89RPF4FTwVBY6eao5jemMxlpRW78j2ek3ulfVm4OqqJ2WPqiNeP8WRDZrLhW0nSnYB17aT8pV1DRfZE5QsJQpH8a11uAaniLcc0pcuMPli5IlMHJrQNFSVBRsWnVoinmLPk/ML+tJFFEIAHFVdl+ACZovGykP1jH4YYFhztmzIaaBuGlZnx/gg/OBb3zHCVdEPz3mMPstePNIICkWkqjy7bst3vvUtrq+uWV9tWV8PZHWQlLi9KGMe7KbLySA4qRrCbG5phhQBPjtbDlv4RECqCkEoXXiAUUm8m0KfTz1uhhGnCFRoZi1VXU3UjPIwXd8zDEaTjzECSrfbURU9GCdC5X1RNATXNPgMQUB8xeLkhJSEq/MnXD55jHPgguCacEDysRtH9wBngb4CosJiMWfXXbPZbuh3ZaBmGug2VzjHNC4oJ6Pe1+3MWrzFPZfzjj+MUAEiuHLOvkh3uhGX5eVG+qw0/h+KyG+JyG+IyK+Vx15ZQ01B2AChaRuropcTLvkw4PBFeUIEdrsdT548oW0auw6AiKOpK0Tg3lvvQMqcP33K6b273HvrbR49fMK73/sW86qiDgH1QOCgErEvD5kmgGnfVJWpbLz9zuusTmcsly05G4GRtKPvrgtOaoFSjCaQFKoGX7eMOjzKyK85hN5MYszVgSwQnMOXDukRMH/ZvvhPsxL/FVX9eVX9hfLzK2uomdIJ56jrukwFZeLaWIS6v5uHoafrOnLO7Ha7gkNbdHu0WuKdcOu113HiSSnzzk/+BK+99SU21xvu//AH1GJ0C2uf00nBcUw1cpFVkeLqqtozn89o557X3jrmzbfvklMB6eOaPGwRwFfBkJqUSTHhqhoJtVGEPsEjjvDiWHNSKfvgtFLtefcSM34ed/rneYXDTUaRBee9XQi1sraF2BanjXOk2qa2traTE86fXaBA1czYbnecHq8AZegjOM/i5JjXvvw26luWbcv1k2fUZT8ECu1+X1qiRKUjWiQCzguzWcXRScNrb66YLezzaYrE3SXk3vZiF6x4DMQYCc3MjDgl66VUf1CGGishFoYX5anyfCouJrwieoYC/y8R+XUR+UvlsVc23KSP15DHBtORf5KnZN/O1U6kqgJVUZc4Ol5xvdmwGwa6YSDHzKxtWa4WrC8u6bJy5803OXvjNc7Pr5EY2Z5fE1yFdxZIVK7sP4fUyFzgtqmeqUiVOT6bsTqrER9RzTiUfnOBk3iA/NgnTTGbWkbJEcckfwL0C4aqYCmOs6g1OPaUxnG/fIkRPyvs9ouq+pGI3AX+roj8zgte+0l/8Xc5E1X968BfB1jN3lKrCeaJ9W1nuY/oxv2jbSriVWQ2a1nvNnQx0qfEs8srjplztFyxOFpy/nhNriruvPMmfjZju93y6P332K07Gj+DEMhDohKmmuWo5piyElPCRUwDXBUfMu3CUy8crrLV5HJmd/0UNKJUjJldipE4DFTtnFy4OVmzEYTJZdz8GNiMlEaLRL0XxoxCSlD3kuD0M0+o+ah8fQT8h5h7fKXDTXJOk0c7VI6aAgILfwxmiz2L5YLzZ89oZi1Jld0Q2W17qiqwXM5YX16wPDuFtqLrE1UQ7r/7Hp5AUkcmoAncyO0pn0SxFWg1xLGOCM5D3QR8cKCCJiudba8vysUu/JqSmqSUJ0QIyVMwM57vmJMarcPojCayoCPRff+6lxyfpbVtISJH4/fAfxP4bV5lQ41ShpqMRdJ0GPUX5nam9t46ibFQfNftqGpjVnf9wGbb0XcdR4sZaObs9btErzx5ck5bO84fPaGpWpI6cMEu9Phv/Chly0qlohEjZB1FICocNY6KPBjwvdtcmbsrDbD5gPTkQmXTcsYVxcHqKsckm+2EypecsODF/hAgf8HxWdzpPeA/LOWQAPxfVfXviMiv8oqGm2gBTS2tGBlv4wnv+xdMZK9Dc2K720HOOChzoQaGIbPbbMixZn605Ks//ZMc3zrlg998l6YWtustbTWnSz2EQOp7crbm0TAZ0JxcSqbC74ItiVDXrK8yy6MZu6sdw04Zdhv6bkNwzqYBlMBMVUkxF9V+Sk1wr10nk4/UKYcQB3Xp1RgLx17G4def04iq+n3gD33C469wuMmeAb03oBwENtbY2dYV3W6LDD0hmZph7AfakxMIFZqFJx8/Znb6Oqvbp3zpq+/gT1ZcX/42i7wlDgmp3QQqZ1FiGkjRQIQxvRBv7O3ttqNuasQ7NtcD2/VTtustfbfh2aNr2K4Zhg5XGYCvanLRqBJjws8LaFEQmjHoKSf9XJTqRai8Q8gkIIgwjgR6iY77zagnammmAZ434DQB0zgtdR0gKAPKZrMxgb2YaOua2geeXq5pnacW4Z2f/Alms5qnVxucKhfnT0iaGAbrf88YJWJIA6n0xBteqoTK0/c9D+4/5PTkxCQw+w7NyvV5w+XFY+ZVS+iu0GxlquB8qYRkvPMW2FQlvZDIaK7n11VJY5wjOEcYvc44rl0+4Vc+4bgZsBuARiPLjm3d4qY9xuXMrAo4hHk7xwlcXq8N/XeeWVPRtg3i4Gix4uGDh+SqxbdHPLz/mKPlgutnT426oUw7Tc6QcyzF2gMuaAGor9cbPvrwEc8eX3Hx5ILdxRXd9ZbUK/P5nOurc8BKWKZDZwM6Q6hIKVE19SREbxjw8xYZS1cmASbTaw2G3XPh80vCmxuxEq0QZU0vLpS5EwhJDASucuTW6ojt+hnHJ8dc5lgGdkFbVVSNTfA+OVmQVBgSDMxZp8CTp1fMFi27Z88QzcZlcQ6fo+mI5mjKGzHigjWIKhCainv3Xmd70bNo5sxPVhzP4eR0yfnlkroR3rv4uPQh2l7qcGW8UUWKAxICzjGpDMvEVFBrLilsAQmeqhKyZJxCJYp3FrWmz2DEG7QS8+RKx6RZMUS/Elit5mzXa1sxkqjbll3X2VCSJrDdrPEOnjw95969e7TtjI+fXLLuepwq2luNj5xKIjGKvw9o6shpIOU00eqbUDGfL1itTpm1S954/U1+9ms/xU989U3m8xYhsn721GJHlUlMfoQPQaevHARno7scm2jtMSEEK3mNK9GVWGAkNb/ouFFGHLHSqbFGlKSJqqlYb9aoJlLsEMksF3MLBoKnrgO7fkvwkDWynM+oJLG+vsbPGp4+fGgBSzbqY9bIOCEu54EUt2iySDXHCDHjcVQ+gAgRJWfHrkucP1ujZHabK/rNtVVMRiMWjdaRFV6Fsf9iH2WPdBM5gOC8g+BLQiFFnwBv5OXCNnjRcWPcqZZuWWVsZ9NpZLmrAk+ePGE2b8g6kDXig5jifl1TNxVV5el3G27fPmU2a0iSGSRydvuMr//Df2Aqh6FQMcR4nc4pkNC4JaeDNoKUkZiKlncii3J1vaWSHUO6xlfC7voClwZTCBaPjIXl0oCjqvhQUoSSPo2RikhxqdnO2xWkZuyWcuV1NrsjHaaxn3jcjJV4kOyP3cBjeQlg13Vsdx2LxZyh36FqtP06BJPPInN8ekQceo5PVvgQqMiEytFWFeun54jzdrc7DHsVymQ1RdOONHSTKxXVIran+OBIOnC9WXN+ecW26xCnXJ5/DNlctJ/YbIbcSBFfmMZ5jyHKlPjLQU6cyw1lN6zBjrbPDjFNqsQvOm6GEdGpjwFG4q4948QRoynyeufod1tUTS5LgM12Q9M0NK2pKCqZ9WZN7DYcLedcPHpI3m0NgC5apL4w1XLOaIrkuCX2O2I/FPp+NhKzZEIFoVK6uOFyfYkEj6aBi6ePcFpmJDrrqhJnETXOMbK4KSoeIpSq/Tj5yaTQRrK0d6O7tfNOOZM0Q+nneNFxQ9wpoNGq2lW1l43UUiwWG0Cp2XilmhN9P9BqJiWlbmpC8JycnJBy5mq9IdRbzpqKhz/4ARIjWrlJl9s4qtYDEYeBLD1x2OHiMOV6ueB+3mdmlUNmDW1omC0bdleP2F5f4JzalO7S9ibOTflgKVJYbFkSfinbBIzyZwWpEnsNzkpgWgBznOCdx+bqfPpxY4yoatIiVd2gKkUf27p3FW93e0yQIl4c292OprEAImUbRBmWR3y8uWKIcxqBZdtw/sH7eDIxOwYRgkIakgklqBD7SAoDsd9Qz432oaIkbK9qarGi8GqGRyFG+t2G2G2oHKh3FnygReKkGDWXoZcTb6dAb2Vy+R5226/UcRmmlEHAu2Dn/8UYvWdVilCVoSAlUCiCoJagiy9UQKirijhEixxj5uLiyhJtEbrtlnY2Z9dtefboEZunj8tKcMRSrU+ptGyrtaHlONDvrtBhawIQYm7ZOWXWBhbzwPIo0Mw8zivd9gqNO8RpUYmSaRCZFbVL57CjBCtMU+Y4WI1WgU5GjJJRHcSQJBvbJ1bXfLHI4k0xooHEvpzNXiKMPStMoB925GzIjpF+LRG+vFqz2XT4OhCcMGvnrNfXfPDd78FggYgf961SmdVC+7fgItGvL4jbC1LcTaWp4IW2DcxmgRAUF6zFe7u+wmlE/LiJOZxzpT284KjlDPwIgOe9fo2d2T6o8VWZAD5SQwqTISUgORi+COThcjGVPE2qKbxBRopGJpPSQN9tyDmWOcK2Qoch8fDBQ+q65ng5o64qUuy5ePSQpqheOOctpyvXOWtiLDx7UbRfs7t+TOyuIUWcmpSzD66MYUjWRENmt7mk8oWbI4Imew+TySwshKnoa1ptTG60pDF51K5RU+IQjJxVShrWRiCk6CB+AWj8xjVJpJRsJMFUcCuov1MKcZ7N5pJctNNiysSseF9xfv6Mfthxa3VEVcSD7r//rq0JZ+/U6DhYWktUaGvZk6ldYnvxmH57SR6GoiRbGkm9yXw551BN9NtrgtMirmc8Uz/ioiNiI4X4O+aIJXUZMdqp3K2ZUNt0N+NnuX09M4IOwsWT9Quv340w4njEYTgoBhct0JJbqSay9ux2hpj4YG1pXT8wn83xvuLq6op5W1MHMfRm6NBsfBgVR+0cWsi5ihauqIIm2sox7K7YXJ2zub5k2FmDzhAjQ4yQsSAoRmLs8JIJ3uiFXmyGhWC55zjnMedM7AdyTJMBLY0axZEMmQpj/yLFFWchJyFH4fLxBb/+X/3DF163G2FEVcVpRmMPmJuziwuSpZxsx2IZqCqIyYazq5puW1UJvvJstwPrbqAKPa/dWXF2skQ1GjDtAll0QlUkZyQbGO4Ek/0Knuurc548eo9nTx+y3ayJQ0/fD8Qh0693DP2OmHqQApQXF+2cIzjraBIviK/JQ2Z3saVfD5DG/bC0w8lYDBNCXRuKpL4Y0CHR018NfPcf/ga//Xf/0xdevxthRKC0Ug/E2Nt+BQdReKRphC996Q2Ojlq6LqFZiL2SUqSuPPOjBf2Q+fj8Eidb7txa8pUvvzXlZ95XdJRxDVlLR/AetMY5qvmSpqlpqowUkQfNEZ168RN93JAkkiWBE4JqWe0liMH2b+cb4pDYXe7orwa6TU/skzmXsVCcE4rDtzVJM5KFlCygGTaJ97/+A37rP/976P0HL7x2NyNPFLGkPmaGXYdGi6lNkMjQnLfeeoOUdqUOmHEixGyssZgS88Wci/Mr5rMlQ99x/fEjlvMFs/mM68tIK6UPEUpkais850xKQvaZ1ckZt+6+xfHZGaFd4Ip6vvMedZn5qqE9uc2T+/d4+NvvkfuM5FQ6mGxPHDVRxVlhebvZIpqJydEOFc28Km1rhWEuEOqGlLDXZUgxcfHkmu///X/E+Qfvs2o+v3z0j/0QEfCBnGHY7QwYLoM/tEBTb7/zDh999BF9P+C8EYtCCDYjakg0TcP5s6fM5zPW6w2alfX1NV/6yleIhTVQJjRNRVpr7zaQeRgi7eyI5cltqnZBqGt8qBBxpJRZ79ZE6Tm+d8Sf+nP/Mq/9xNv0ZIbUoRoLFmp7rS9c1lj6GruuZ7vuWF/t2K53xD4iiX0E7CvrSFarWAxD4urJBc+++y4tynx164XX77P2YpyIyL8vIr8jIt8Ukf/aKx1uIoJUFapikWGMJTK0/GrRNux2HU+fnrO+Xpd9JdE0NaGq2HU9TdOCg6PVivV6jcbE+vKaL335y/iqYpTtCu4gES+dTKV2YIztasYuKn1MxJRJCfou0u0Geh3QWrn9pdf40//tP8vq7m2SLxhrwTdVs91g3kRr67Ylq9D3kc264+pizfZ6Y1o82XovVBxpGFMSSF1m/egp8dklx82CZnb0+Y0I/G+Bv6OqP4ORpr7JK+zFcMHjqhqcJ+46hu12Uq5AlNVqyfe+9z1m8wUxRoahI8UeXwWatuXjx09BhK985SugsLne0G13NHWFr2pmixmWn1HknbWoGZfqQFmZzjmGDEMu+sdiaUzfR/pejX/ghA5486d+ml/4r/8ptHYMud/vccVF+2LUdtaapo0KQxdZX265vrjm+mJNvxmIMRtWHMekQ0hXPY+++z2GbsfR/JS6nn8+I4rICvjTwL8DoKq9qj7jFfZi1FXFfLXEV4F+t6bbbMyASsnFlIvLC46PVwz9QL/rcN66hGfzOU+fPqPrBmazGdfrNd6Z8vCdW2c8u3jGYrkkx1iqHDqJNOSSw4krUs5SNAO0DBVDLBeNGac1IhUZR5eFnQ/8/j/5J/jy7/8am7i1G6vMAE6puG/nCG2gndU0TY0AQxfZXO24frbh+nLHer2jjxlVNyFy3eNrPvjGt5GmxlcLxL04dPksK/GrwMfA/1FsVtS/XUjEr6wXo0sbjm+d0LQNOUVSPxTqomGRu92Wpm2oq4qhH4hxYDafMQwDs/mcq6stivD0/JyLi0uaZkZVVYBy/vSc+XJhyb3u5y+NeqOgVsFXk67OZRCl4sjqGIXlgwS8C7aiEmzxyPERv/hnf4nZ8dzYAqpFoiwVyoUnVIb4tG1D2zZ4CfRdZLvuGQbh2eXGBOYRo3nsIs/ee8ju/JJ2tSJXDekV9OwH4I8A/3tV/cPAmuI6P+X4JMj9d1U1D+diLOfHnN45Zb6aWbU9J8ZWsyFGdn3PyckxfW+jflQhhICI0LQ2iGu9XnNycsJms6MKdRn5mlCF5dHCDKgZ522MwRgcja7PuDLFAJgkpkghQSE2kNKbV0g5s8mZa828+bWf4Gf+yB+gz73pu6XEOHrPebFG1mDtcbN5TTtrLGdVT9UcsStu1FrChe5yw7vf+BZtmFE1C1JTEV9ips9ixA+AD1R1hA3+/WLUV9eLIcLpnROWp4vSH1/kwGDSDD07O+Hpk8d4cbRty8nJKbdvn7HrdvhQ8eTJU1JMXF9tyBlm85askeB9mRxjCb33BruhWuiRMqn3S4HBrG0AnPgy6k8hZMTliQvUp0wvjtjU/MKf/kUGl0jRPIip8Bs4bkZ0hNpTNxXtrKGdNbiqxlVz1Dc2vyOAF8/Fg6e89+3vMpufUPkW1waGz0vPUNUHwPsi8rXy0C9hFP1X14uBsjxuWaxmVgmeILHCXxHP6njBen2NZmW37Zgvlty9d5fr6zWnp7eJMXF+fsFu25uaYlMhktltdyiZuvIwVuJFpiTficOFmlLBtXkWORfi0niXAUFJZCtdJeOsxgydKl/+2Z/i5LUzum5LjIPNlCpTcZyIrUhv7eVV7WnnNVXTEl1FtTiiqjziMprg/KOP6TcbqnaBczWuDtP01k87Pmuy/z8B/l0RqYHvA/9D7AZ4Jb0YiNIuKhbHM6PBl2r4SNnzoaJSQVMse53j29/+DqvVEbuu4+T4Dk+fXXF1eYWqY4iJfuhZLGcE7wmzGVV1SdZUEuxChVBFvKeqZyg7o+G7cTiJ9VRIKfS6YClDGhwM5iJzVGLjCasFP/PzP8tv/Ke/iWjRrPFGyvKMebDBcaEWRAJVDiQXmJ+cUFUB55W4zlw+OmdWt7iqsgDNOWr/4sv3mYyoqr8B/MInPPXKejF8gOXxjKoJE8pvmqJSjBgKxFbTzlr6vufy8oIUEx9++BGzuQO1sQcpZfqhY76oaJuG+dERbfPUVJqESQPHxBcCoZmBv5zwaVeS9fEwxMaTMsRBoHe4SqjUMcRMDMLX/uDP8Wv/ya/jNGGTdApxSkcBWpn2SAWk8iQnzFYrY8y5ROwj6/MrFrMlzjvcrDWxT7d54eW7EYhNignRzKIYETCCUHF9OSsXF1fEoSeWYAWEvusJoeLqes1u1xlAUCr2MSb6rmO5XDAMPfWssgjVeVJKjJM3UlIktIivcU5KN1NVWGtmdAtwhJwdKTpDV6KaP8URFV7/ytvU85o49GhKhXtTSsDKdC44q5G6ykPwzFbL0sAD3S7SX+9YzJaIc7i6RtTThC9APTENNot+tqjwtTOhgeLyvFj97eLpBf16bRNDs7nLlJTZbGaylRGcD8SciUNEssNJIDR20dujmj729MkMF5Mw5MQwgIQlzjfoEHESUGfKxVEzk4jeYDKZaRxSqYmouVBIPLOTJa9/5XVS3JGGnui8BUFi3BsVDiA/T/A1vgnUi8pmRGah20S6zYCvWsQFal+XZtUvgBFjMrqir42SXwichcI3fu9sbgSWJuSsNHUzVcSbymbct7OW3a5ju96Ro7JaHXF1uWa2bEkpoyVQAmvciQnUN4irSDFShZpcVt44tHLstWfUPi11wKxAMSrB8fZPvG35YtHzHlkKWoqk5sJtTF/GkZ0SZnVpXfB06x2xS+ACPjQ27TxH5Isg5D71uFemqp9SLN36peGzRIs+hP3wL1VC8IBR/Z0PDENkNptRVTW73c5kSBAef/wx8/li2vNymVHsxOiB4g2JSVlNi6bQBve9EhQwvkh56v7nEaQH+NJXvkSmdDqXCHg8h736vuG0UZVqVjM/mln3VxY2l2u7UTDqZj8MZM3TeKJPO26EEXNWckwEXwaElGp8YS0y5GwifCW3G4Z+yv0AEBtjUEq+HB8f03WmdLi5XiMkjpYLnHicFEYdFKEHRzKJYCg9hqVqW9gWhbxVAHmdjDjSDym6rMrdN1+Dyj6/L1S3SYyhqIPkbM1QkczR2YrFag6ixAzrizWVq1FxuIJOjUM3X3TcCCMaXJXw3lkaoEbLKHwHEEfX9YWq4YzuQLaJbGpzLbZdR103dF1fDD1Q1zVD11FVjhBMPE98UcVXJcVog03UgQQbPD19qBJVluBGVQvH6WAl5tHP2nF0tqKZ18abmeQxi0tmz85IKeObiuPbK9pFXaiXyuZiQ+UrxNd2c2UDK74wGuBDZ30NufRkTJx2wTppqwpfykjj4K521hDTgHhH1MzT82fElMqqNTZZ29SkPLDZrqf648gLRQUXalQ83ld2v7vSSyFi2qe6F5rNxZCk0mZwyJtRJcwqVreOy/Qatz+HQv5N5XUpK4vjBUdnc3zBGfpO2Txb4wi4UJUAKuN9oTy+4LgZRlRTYMqFAzoGDuN+Ik4I3tQupOCdqDKbtUZiKmWj9XpNzlZSSikxDIMpNurA1dUlzo/Bxsi18airUOepqppRe8QV/mvOsp+Hwbj/MVVYpg9Pcc1V4OzuWVFVHCv95VXTzWC/vDyZM1/ViLOUqd8luusOskNCZeeNFt7qiy/fjTCiuTYDvSdJsIPnBExwAYoysKURi8XC6BU5WfCowm7XoWrqv1J4o2+98xaL5ZymqUjZmONGlQ9I1TKbLy0vnHRnxj++LzlOqvzZVpYW4hO6f3l2cHb31p7Oj1FLjBBVVKKyEcGOTpY0M4fzlsZsL3f0m4hiQn+jMJNzMqoXfupxI4wIJn85cjttXE/BHZ2AZjbXayvaDtHEDXxFVdf0/YAgxGjiBn1v7DTFNFFTTrz22j2OjlY470hDv2/RxlPPV4SiNTq2lCFjQ4z1QUzi8mOPSAEbntvoFJTMye0T1BdePiUiPSg+j51ZzbwhVNaXiAq7yw6NYyBUtOG8M+JVejGP/2YYUccxCIIPoagc2hPWx2BBiBdfOnI9y9URF5dX5Kz4EIjRQOeYMv0wcOvWLVSVECqOjlb85j/+J/Z3UmRsyVYCzWJlzTqaiz6b7oOqUSVq1HmDkqNQBPzMcKP2jqpyfOsMqlF3oIhklj18XLYqEJq6jO4TcoLtxQ6hzHks20HlvZGnhuGFl+9mGFH2e4avCuymlEEiEdFMNc7jLWzium64vLyayEy2Z5lxLq+uODk9JWvm/OKS5fKE7TaWZtCMkkp/R4VUc3PFped+TD/G3gj90Yi07Inj2IepHI89dnRyjK+r0XkyogRSupNVIDuD3IaUUBXioPRXHd5VRlXB3K4TE8Ad+i+CEdUU6TO2ciZXla1jSTQzb9tSMcdSh2Fgu+3w3rBQJw7nTFz2yZMnpGxtAY+fXPDuux/yB37u53n9tTeYt60xCAyFBmfi7Nae7ctexr43YlJc3Euk5GzdVGOueJj8L46OCLOZwWwy0ndKtlhwYCseBoZkyf/QJ/rrDsEXHXGrtrjifn93Sf3540YYUVGGYUBEjGCkFpuJs+5gX/ZGHTuGVNnudpMY3shDBaGqarrONN5yVq6vN/yDf/CrfPtb3+P2rTt87Wtfm4amuKrGhaa0WmOzfw8iQRnzQ5j2Qy0IzShcxAQAmL+dL+fMlsspIINCFC7vZ2lMIDtvIIM6Y9KtexQhi5LigOZor8/Wd/Ki40YYESD2aQ8Qj/uPc+ZeXEn2Mb2zMYgZ+qGQkowOEeOAE8esbRmGjt12w+nxCbHr+d53v8fvfOs7rDdb2mZuvfb1nBCqIvCQcd5UgkPZv6x7Sqc9WnVEbphmZ2hZgWPUWjc19XJWqh/PQQfG3HEg6klJySokEYZdJO3itGrzYCIQdhOl0vL36cfNMKIIudfCgZEJxoqCDYTEWrVVBLJ1IPlQ2dCRsgrE7dUIj1dHgAUEt05OOJrPQJWr9Zbvff/dYoCEq2dTBAiK+NoGpJTmUMZcnYO9sPjJlMeAx/5uwoAVH2rqI5OwLtrBBuCPp+pACGy2A8Ngrxh2GaL18JMScbejCkImgsPkOV9w3AgjCiXZz1ahEPHTHmPbjVA1DdYxlJnNWpACZFNyyaIZKkCo/LSKdtsNJ8crqxWmRBwGLi6eAYJUjSFAKVr/RAhlinf5XMLEtwEmPHX6XCXdGG8kxQT6js9OrQtqbKIpvR4qWkbweS6eXtFtelRh6BN5iDaSV5ShsykDMdrnetlxI4yIQCwAd1VVE8F37DNNKFXd4rxpbC+XC3a7XQnP8zSXqa4rhtSTUmJ1fIKI5+nTJ7z+xuucnB5bhEim73twHl81qHPk2AHWdLMXExpX9hjQ2EfNqsZNTdk0ZlLa75tiUe2d27cYup7cGU/NFyKWOkF9QHzF+aNzttcbRIWus+lzOfY4EjlHk15Jo+bcFyHZVxtewjiqzpXAo/ixjBV8nQ80TWNK/CkWshOEKpTeDEfXb3Ee3n33ffoucXF5wb3X7jGbzUgpThNH1QUzogh52BncVvoKx5DkMEmA0aWW6LQAAKNu+Tg0AaecnZ2wvV6zuVwTu6EI7hV5FB9wVcPuekfc9Xhx9LtocmXJAhrnKemFJfnD580TReRrZR7G+O9SRP7NV9qLUa6QFhXeDFDazwQjS6VSKB5SYr1ZTzyZqqoMhisrIsaB5dGSjz56wOXFmn4Y2O06G92u1hmcc0J9jataRBxDt7FapQ8HRhwZccZam2qRRa1/H6rIHporyfzRcsHVswueffyM7cUVqRuQbNweFyqb75GEUKLk3aZHh4jkRIq99XGUdMoJdLvd5zOiqn6rzMP4eeCPAhtMB/yV9WKMRkRkH6CUKzPiHn0crGSTEimnkoqAc976M/qBmCwsX52sEOd48OBjqtDy4YcP2Gw6csqkOFjxt5ohVW0VhN2aqm2m6WpjjmelMPt41rd8YLhCyMrTOD2dAqG2rXj2+AkXHz/j8vEF66dXDJsOolL5ImSrNj43RqVb9wzbHZIzaeitxJZN18eJ0Hef04g/cvwS8D1VfZdXPBcjDpEqBBtvp7lUNEqfUAlKRlhOS6ViaplWw16HGFksF7Rty3J5xPX1hpiUvksMfSrAdQbxVLMlLjSgmd3mmtDMCsgn0xS38Rir+WNBWNUSvpzUUoU81e+Lexe22zW7yw3XTy559ugZl08uiJsdtTjEKTlHqramHxL91ZZ+s7VekRipq0DOpusjwND3L7x2/7RG/AvAv1e+/1y9GIeHKvQxWQNKHchaeiIOaj5aVp1OdTYDynPWqQMJBF/VeB+4des2dVMzaxd8/PgpKVryKYrth/WcUDVIjqyvr6lniwkq24vX6rQp7vfCsZphj08/H0StVe2ogsPh2V5vefbxOef3P+bq0VO0G1CfqWc1ofX0u4Ht0yvidmv7oljP4gS75Zdjp5+5U7gQh/9V4K+87KWfZKdPeL+/BPwlgEpm9MmIR1VdmT4M5tbGeo8J5lnROFBoE6WyHnyYxrOfnz/j6nrNG2+8TtcpffI8fPDA0pbStu18Q2iWBnwPW3a7LdVsiUpp1tZRCZE9AqiW6kwTv4taf05Frd/4/qCZuq2o24qQHbtuy/rymt11Ynd9Tr04Qr56ynJ5hNSe7XnH9skz0m5DDAYJao6YnJgnlv6OFx3/NCvxvwX8I1V9WH7+XL0Yhw01QVpUvOWDRdMF8mREUcNQc+la8j4UwLzMkhIxBpwKm23P9dWa+WLOrdunVunvhinizKkk9VWLovTbaxTwdQtl0NYE+x2w3UbkRrUEWimXVViCnSmMVZpZRdNWNLPWZgojbC6vePLRfe6//z7tqjVUxwX6y47d+VMkd6TUM2sbC7yK7k0aXq0R/yJ7VwqvsBfDeU+obfbu8yux1ODLdJcUrXbonA3y2k+UMQA8pYT3FU+fPMN7hw/WPaVQxNqL4kWY4aoWJ8L64inNfA6htj1R2AdZoyHLshxFde37YtASreasRYNWqZrAbNlSNTXVrKFuGpwqu6tLnj15wvz0CBqT1+yebekvzmkCIKbjqprQwjmKw3BQmvuU6/dZrCcic+CXgf/g4OG/BvyyiHynPPfXAFT168DYi/F3+Ay9GN4H2vmSrEZDNMC3TN4tkVzlPTlG6rqaknx0rBQYCD6kjA815+cXbLcb2lnF0fESH3xhmlnNsWrnVHULqlyeP+b45BR8va/djpjnBL25UoEo8prKBIiP+eKeBWdFinbRok7wTUU9a2jbCk9GU6ZZzIhFrOH8/mPS+poqZGsr8DAMHUq2yXLoqwHAVXWjqrdU9eLgsSeq+kuq+lPl69OD5/6qqv6Eqn5NVf+fL3t/HwLtYmFKUUUNauzZGyv7oTS0WOkpTxHhSGO0SobD+0BMyoMHDzg6OtqPZSAbNcNVZsSqJvZbtptrlidnZRVa7WhUwBjrlyPHZR+hWmAzRafj4MxS1cAJzbwmk5FgwVoza6mrGspwL6kCcRe5/713calH80DVeFQTw9BbV1aB/arw+TuF/7kc1ay1r8EVxrNOY3ZMmzSizoZppZzBOWJMxGQ9gcGPxs9UVc3Hj87ZrHes1ybU4AvnWMIcqWY0Adbnjywinp2awSZs0/6uQ/Bi+jSM9UC1SjylzpgTpKHsiwBqme1iPrMI05nIUahrfLsguQr6RLNouX54weUP3iOgpAxtGxiKnqsRvCwEfllr280wokAza/Al2R9BaKd7FaaUBpLacEmlCChQknLNtHVV8iqlqhtSFJ48fkaMaZKCFvG4uqVuZngGHn30Q45v3UXD3FwzSirokJRC7qjLbTGOTNWMEQyfJn0X7swI1h0tF5bbAog1x1TzFb6eU4mjDoGH33qP4ck5oXRd1U0g9j0OoamrCdj4YhgRqEMo+jV5+tATnKWmpD/Ki1ilw+gTs7YleG9yKM4zn88RJzRNQ86Z7WbDmPtR0JS2rnl0/wHXm2uOb72GusA4WGuUIZmCzfHGkrG6f1BDVKN1pNLiPQo6ACyOFhPTzTmhqmtmiyNWyyMDKjY7Hnz922iKhCpQN83Ebrd8uSKnNLUivOi4GUbUTB4GhkLFN3XCg4KqUDpwB5OYDr4UcqGtG6rgizqFYad1XRFjpG0aNtu1VeKT5V2zpmZ7/Ywf/uD73Ln7Fu3y5CCVMJc5jjiSArDLWFyEA0NKkba0fXK/TwMoi8WMTGlq9WJyLfM5s3aOJMf1h4+5fPcjayStPMvlnJQyQ2eUE2eSHqQhvsSEN8SIOWe69cZo9SWYmVyTGHDcdztzcWIt2l6cscGK0VerhaUhw8CsbYlxYL5YkAufVcTjXGC72fHhBz9kNptx5847SG3z7Ue6PjAFTCYUWAxKqQsiExUj51EOrJCMGY2szBctqhHN0cYleEc9myMS2F5sePzd96h2kVlr3dHzxYy+M2XHMM0mTuQ47ElZn3LcDCOmTL/d2WopakzjxBqwPXK7vrbdJufJ0MJYrkkcr47wXqir/29757Pj2FGF8d+pulX3+tr9R9OTRCGCkAWb2cGCFQ8AeQLeApaR8gSw4AGQWCKx4RlYIxACJIQGJhESUhBSxIjuuO3797A4VdceMTFkujv2WP4ky253W657T1fVqXPO950CMJHasoyUMZjT4ow48/x6iQ8V73zla8zPL6GYpQP8dnxUrXBLddMxLc9Q+2GrLANybeqQjiCg1EkAScfBlPYLT5zV4CP/fPZ3/vXxJwQfKWNM1AJhvVrZ/l5Fq1Yfe9CRtrvf2OnDQJVh3TB0fWr96lMyNBNNoWvXk/aMc856W6Qa3UyL816o64rVakVRFBa5qWsKHxhV6NVTLi54/Na7zM+vcDGSgnibHKEy1ZtuJ/RzaX9OMk57Yzo3jioTAVVRyiogBfbP6K2cxMUS9ZFP//YJsuwIZY33niIaN7JtbD8sZxERtRZIqWpvFw7DiChdqk5zIbV8xUousndqcpd+a5mViVvfdRaScwKLxYJV0wBWXGUBGGMGF+UZi0dvM7t4k6JaoM6nzEV2R2xGbu+ROUeYxRryeDeJYej7MenADdNMLIJPShwpqB0C+MggBf1NQykVYb5IbekL1s0KHZUiBmIZUO3ou7UlA/479PwCDsSI0Nyucc6zOD+niMXGwRDh9rMburaZMu3jpJ+Wm5RYKqqqKopQ0LQto0LTdNwul4wq4CO+PCPOH+OqcwYXUCmm9um50k6xQ/y2Z5z59m5qQJI3z01SeDuGOg5WKxTKvGdbQGN0xhAW9YRQIaFEvakWL29vEtN5Rig9Q9/StWu6vqf9H32GDsSISrteE2LJ/OKMclZtXHyFvmssCJxuoIW7rGJ7NqtxzjOOyuXlBU3bYKSUwPPn/4akCiWuJMwuKcpLxqKkEyvjRwZbPpNsMyTVixGrLiCJJjiSHo178dyWBjqOm1JGHUd8IVSV5SutHMRhhwWP+oCv5rgi4FIHga5tQGA2r3GFp2tb2qYFBCnKnXfvIIyoCmM/EmOJhIKyrixLkRTr51WVQk8Ocd44hCn1VBQhBcQHyrLi+vp6Cr217cDV1ZWli6Qg1peot31wEMfgxknCC5iWrckTTTHSKUbrZGInvzAbNwL7W/FXoa5nidM/2j+TeBDPWETcrAYcZYiWIPaOECz8CNCu1zSrhlEd8Z6kMh8YqVeUc9akMoatmZjqMcmzz0iiZVVtup76grbpkqiPJ1Yzmran7QbqesH87BxfzpBQJ5FTZ/uhGxAyg4npOQe4s3Hz3piX0xyCIwUIzDPN3m0eOCwWc8a0T9pqUJhiYiyhqhjVWg31TUMMBTFGqnlt2nHLW9qmQymYnz3aefcOxIimoJG7lOWSjJzTWy1vTcV3TOfEZEhFcd7jnaftjOdfzWZJjGhgtWq4XS554823qOsL1MV0XiRduUwe74S0p6GalIrZJAslOzlsUlXTnjhuPduh/+LyAjBGVz8MiA9QBHxVo0Wk7XuG1Zqxt3qaEGPimfR8dn1L3w14H6nq85337iCMaM7EQNf39Jk0mm6ETDcSMiElL591XaeW6JgaY9NQVSV9b0yivuu5ubkhxpJqVlueR53pqImiapn8XDeaQ3N2hmA61JPLNRLy4Z8tLzaziTdl/8rZ2RkhBDs/qvElxXtCWTKK0LUd3WpltanOTY2k+76jbVp0hLKqKavdorWyPbh9QURugKf7HscD4zHw6R0+/66qvvGyXxyGGj88VdWXaccdDUTktw91jQexnJ5wN5yMeAQ4FCP+dN8D+BLwYNd4EI7NCXfDoczEE+6AvRtRRL6b2FPPRGSXyv/BQkS+KiK/St17/iQiP0jv3y9z7POwrQrxZT8wieyPsN4bEfgD8GSfY3rF63gb+FZ6fQb8BXgC/Bj4IL3/AfCj9PpJutYSeC/dA/+q37/vmfht4JmqfqyqLfALjFX1WkFV/6Gqv0uvb7A2TO9wz8yxz8O+jfiFGVSHDhH5OvBN4NfcI3NsF/ZtxP+LQfW6QEQWwC+BH6rq9a4/fcl7r3zd+zbiF+5mc6gQkYAZ8Oeqmjkr99bFZxf2bcTfAN8QkfcS//H7GKvqtYJYcvFnwJ9V9Sdbv7o35thOHIBn9z7mzX0EfLjv8bziNXwHWw7/CPw+Pd4HrjA9g7+m50dbn/kwXfNT4Ht3+f5TxOYIsO/l9IR7wMmIR4CTEY8AJyMeAU5GPAKcjHgEOBnxCHAy4hHgPwaaT9MVtlOgAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "res = cv2.resize(img, (0, 0), fx=1, fy=3)\n",
    "plt.imshow(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c947e805",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
